Sentence examples for by using a prediction from inspiring English sources

The validation of the model was carried out by using a prediction set which showed 89.79% of correct classification for active and 92.49% for inactive compounds.

Values for the clothing area factor, fcl, were also determined by measurement and by using a prediction equation from ISO 9920.

By using a prediction algorithm which based mostly on HLA supertypes [ 13].

We attempted to overcome this limitation by using a prediction model to impute the missing cadmium data (Tellez-Plaza et al. 2010).

By using a prediction analysis of BRB array tools (see Materials and Methods), we identified an additional list of 19 miRNAs able to predict in which class (SS or HC) one sample could be enclosed relatively to its expression profile.

In the coming future, this work will allow us to define new variables to predict how a patient will evolve during the treatment, or even just after the PRE results, by using a prediction model.

Finally, the best performance is observed by using an ensemble of the predictions from all models, for instance by using a majority prediction or an average vote (improvement 25 and 26%, black bars Fig. 5).

By using a dynamic prediction length, the P-DPA algorithm was able to predict the number of destinations with an accuracy of 75.94 % with client-S1, 92.99 % with client-M4, 82.30 % with client-M5 and 100 % with client-S2.

This paper describes the design characteristics of the SMART-AS and the results of prototyping of the SMART-AS for improving the system's reliability and availability by using a reliability prediction.

While interface predictions have been used previously in docking, their success has been mostly limited to cases for which interface prediction is relatively easy, such as rigid enzymes [11] or enzyme-inhibitors [3] In the current work, by using a consensus prediction strategy in combination with improved docking protocols, much improvement has been made over earlier attempts.

To identify patients with gestational diabetes mellitus (GDM) who will need antenatal insulin treatment (AIT) by using a risk-prediction tool based on maternal clinical and biochemical characteristics at diagnosis.